Examkin

Question

Difficulty: MediumManaging Resource Quotas, Hierarchies, and Cost Optimization

An enterprise organization is establishing a centralized governance and resource management framework across its Google Cloud folder hierarchy. The cloud architecture team must implement real-time cost visibility and ensure that large scheduled batch processing jobs run smoothly without hitting infrastructure limits. Which TWO actions should the team implement to satisfy these operational and billing requirements?

  1. Export Cloud Billing data to a centralized BigQuery dataset and configure Cloud Pub/Sub notification channels on Cloud Budgets to trigger programmatic cost controls.Answer
  2. Request regional resource quota increases proactively well in advance of executing high-volume batch workloads.Answer
  3. C
    Assign the primitive Owner role at the folder level to service accounts responsible for automated resource cleanup and cost controls.
  4. D
    Rely on dynamic quota auto-scaling and programmatically submit quota increase requests only after batch jobs encounter quota limits.

Answer

The team should export Cloud Billing data to BigQuery with Pub/Sub budget alerts for automated cost monitoring, and proactively request regional resource quota increases prior to launching large batch jobs.
The correct strategy combines automated cost monitoring via BigQuery billing export and Pub/Sub budget notifications with proactive capacity planning through pre-requested regional resource quotas. Exporting detailed billing data allows deep FinOps analysis, while Pub/Sub alerts trigger automated functions to remediate budget overruns. Requesting regional quota limit increases ahead of planned spikes ensures workloads complete without hitting quota caps.

Step-by-Step Solution

1
Analyze billing visibility and automation requirements.
Configuring Cloud Billing export to BigQuery enables long-term metric analysis, while Pub/Sub integration with Cloud Budgets allows event-driven serverless functions to automate cost caps.
Standard budgets only send email notifications by default; Pub/Sub integration is required for automated programmatic control.
2
Analyze quota management strategy for batch processing workloads.
Proactive regional quota increases ensure required Compute Engine or GKE resources are available prior to job execution.
Quota increases can take time to evaluate and process, making reactive requests during live execution unreliable.
3
Evaluate security and operational distractors against GCP best practices.
Avoid granting primitive Owner roles and avoid reactive quota requests after failure.
Primitive roles violate least-privilege governance, and reactive quota management leads to failed batch pipelines.

Key Concept

Managing Resource Quotas, Hierarchies, and Cost Optimization
Rate this question

Topics

Managing Resource Quotas, Hierarchies, and Cost Optimization